Introduction to Computer Vision (Coursera)

Introduction to Computer Vision (Coursera)
Course Auditing
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If you are new to image data, it’s recommended to first complete the Image Processing for Engineering and Science specialization.
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Introduction to Computer Vision (Coursera)
In the first course of the Computer Vision for Engineering and Science specialization, you’ll be introduced to computer vision. You'll learn and use the most common algorithms for feature detection, extraction, and matching to align satellite images and stitch images together to create a single image of a larger scene.

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Features are used in applications like motion estimation, object tracking, and machine learning. You’ll use features to estimate geometric transformations between images and perform image registration. Registration is important whenever you need to compare images of the same scene taken at different times or combine images acquired from different scientific instruments, as is common with hyperspectral and medical images.

You will use MATLAB throughout this course. MATLAB is the go-to choice for millions of people working in engineering and science, and provides the capabilities you need to accomplish your computer vision tasks. You will be provided free access to MATLAB for the course duration to complete your work.

To be successful in this course, it will help to have some prior image processing experience. If you are new to image data, it’s recommended to first complete the Image Processing for Engineering and Science specialization.


Course 1 of 3 in the Computer Vision for Engineering and Science Specialization.


Syllabus


WEEK 1: Introduction to Features

WEEK 2: Working With Features

WEEK 3: Image Registration

WEEK 4: Image Stitching



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Course Auditing
79.00 EUR/month
If you are new to image data, it’s recommended to first complete the Image Processing for Engineering and Science specialization.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.